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- Constantin Paleologu, Silviu Ciochina, Jacob Benesty
- IEEE Signal Processing Letters
- 2008

In acoustic echo cancellation (AEC) applications, where the acoustic echo paths are extremely long, the adaptive filter works most likely in an under-modeling situation. Most of the adaptive algorithms for AEC were derived assuming an exact modeling scenario, so that they do not take into account the under-modeling noise. In this letter, a variable… (More)

- Constantin Paleologu, Jacob Benesty, Silviu Ciochina
- IEEE Transactions on Audio, Speech, and Language…
- 2008

The adaptive algorithms used for acoustic echo cancellation (AEC) have to provide (1) high convergence rates and good tracking capabilities, since the acoustic environments imply very long and time-variant echo paths, and (2) low misadjustment and robustness against background noise variations and double-talk. In this context, the affine projection… (More)

- Constantin Paleologu, Jacob Benesty, Silviu Ciochina
- Sparse Adaptive Filters for Echo Cancellation
- 2010

- Constantin Paleologu, Silviu Ciochina, Jacob Benesty
- IEEE Signal Processing Letters
- 2010

Proportionate-type normalized least-mean-square algorithms were developed in the context of echo cancellation. In order to further increase the convergence rate and tracking, the ¿proportionate¿ idea was applied to the affine projection algorithm (APA) in a straightforward manner. The objective of this letter is twofold. First, a general framework for the… (More)

- Constantin Paleologu, Jacob Benesty, Silviu Ciochina
- IEEE Signal Processing Letters
- 2008

The performance of the recursive least-squares (RLS) algorithm is governed by the forgetting factor. This parameter leads to a compromise between (1) the tracking capabilities and (2) the misadjustment and stability. In this letter, a variable forgetting factor RLS (VFF-RLS) algorithm is proposed for system identification. In general, the output of the… (More)

- C Paleologu, J Benesty, S Ciochina
- 2010 IEEE International Conference on Acoustics…
- 2010

The proportionate normalized least-mean-square (PNLMS) algorithm was developed in the context of network echo cancellation. It has been proven to be efficient when the echo path is sparse, which is not always the case in real-world echo cancellation. The improved PNLMS (IPNLMS) algorithm is less sensitive to the sparseness character of the echo path. This… (More)

- Constantin Paleologu, Jacob Benesty, Silviu Ciochina
- IEEE Transactions on Audio, Speech, and Language…
- 2013

The Kalman filter is a very interesting signal processing tool, which is widely used in many practical applications. In this paper, we study the Kalman filter in the context of echo cancellation. The contribution of this work is threefold. First, we derive a different form of the Kalman filter by considering, at each iteration, a block of time samples… (More)

- Silviu Ciochina, Constantin Paleologu, Jacob Benesty
- Signal Processing
- 2016

The normalized least-mean-square (NLMS) adaptive filter is widely used in system identification. In this paper, we develop an optimized NLMS algorithm, in the context of a state variable model. The proposed algorithm follows a joint-optimization problem on both the normalized step-size and regularization parameters, in order to minimize the system… (More)

- Jacob Benesty, Constantin Paleologu, Silviu Ciochina
- IEEE Signal Processing Letters
- 2010

In this letter, we show that the normalized least-mean-square (NLMS) algorithm and the affine projection algorithm (APA) can be decomposed as the sum of two orthogonal vectors. One of these vectors is derived from an ℓ<sub>2</sub>-norm optimization problem while the other one is simply a good initialization vector. By replacing this optimization with… (More)

- Felix Albu, Yuriy V. Zakharov, Constantin Paleologu
- 2009 IEEE International Conference on Acoustics…
- 2009

In this paper, we propose a new multichannel filtered-x affine projection algorithm based on dichotomous coordinate descent (DCD) iterations for active noise control (ANC) systems. It includes a fast recursive filtering procedure with the filter update incorporated in the DCD iterations. It is shown that the proposed algorithm has a lower complexity, and… (More)